Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games

Tianyi Lin, Zhengyuan Zhou, Panayotis Mertikopoulos, Michael I. Jordan. Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 6161-6171, PMLR, 2020. [doi]

@inproceedings{LinZMJ20,
  title = {Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games},
  author = {Tianyi Lin and Zhengyuan Zhou and Panayotis Mertikopoulos and Michael I. Jordan},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/lin20h.html},
  researchr = {https://researchr.org/publication/LinZMJ20},
  cites = {0},
  citedby = {0},
  pages = {6161-6171},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}